CN105355045A - Method and device for assisting in determining driver identity - Google Patents

Method and device for assisting in determining driver identity Download PDF

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Publication number
CN105355045A
CN105355045A CN201510718801.6A CN201510718801A CN105355045A CN 105355045 A CN105355045 A CN 105355045A CN 201510718801 A CN201510718801 A CN 201510718801A CN 105355045 A CN105355045 A CN 105355045A
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CN
China
Prior art keywords
phone number
license plate
current
trade mark
occurrence
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201510718801.6A
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Chinese (zh)
Inventor
曹连超
赵仁明
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Inspur Group Co Ltd
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Inspur Group Co Ltd
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Filing date
Publication date
Application filed by Inspur Group Co Ltd filed Critical Inspur Group Co Ltd
Priority to CN201510718801.6A priority Critical patent/CN105355045A/en
Publication of CN105355045A publication Critical patent/CN105355045A/en
Pending legal-status Critical Current

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Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0108Measuring and analyzing of parameters relative to traffic conditions based on the source of data
    • G08G1/0116Measuring and analyzing of parameters relative to traffic conditions based on the source of data from roadside infrastructure, e.g. beacons
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0108Measuring and analyzing of parameters relative to traffic conditions based on the source of data
    • G08G1/012Measuring and analyzing of parameters relative to traffic conditions based on the source of data from other sources than vehicle or roadside beacons, e.g. mobile networks
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125Traffic data processing
    • G08G1/0129Traffic data processing for creating historical data or processing based on historical data
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/017Detecting movement of traffic to be counted or controlled identifying vehicles

Abstract

The invention provides a method and a device for assisting in determining a driver identity. The method comprises the steps of: obtaining corresponding relations between mobile phone base stations and traffic block ports; respectively obtaining a communication data table of each mobile phone base station and a monitoring data table of each traffic block port; according to the communication data tables, the monitoring data tables and the corresponding relations, determining at least one mobile phone number corresponding to each license plate number and the appearance frequency of each mobile phone number corresponding to each license plate number, and generating an updated data table; according to the updated data table, updating a history statistical table containing the license plate numbers, the mobile phone number corresponding to the license plate numbers and the appearance frequency of each mobile phone number; according to a target license plate number, obtaining owner information and peccancy processing people information of a target vehicle corresponding to the target license plate number; and according to the owner information, the peccancy processing people information and the history statistical table, determining a suspected driver of the target vehicle. The scheme assists in judging the driver identity.

Description

A kind of auxiliary method and device determining driver identity
Technical field
The present invention relates to field of traffic control, particularly a kind of auxiliary method and device determining driver identity.
Background technology
Along with growth in the living standard, the walking-replacing tool becoming people of automobile, the also increase sharply of the quantity of automobile, the pressure that the continuous growth of automobile quantity brings to road traffic is also increasing, urban district and highway often occurring the situation of blocking up, needing when there is traffic congestion the traffic-police scene of arriving in the very nick of time to carry out traffic dispersion.In addition, the people having automobile gets more and more, and occurs that the behavior of vehicle driving against traffic regulations also gets more and more, and in order to safeguard public safety, needs occurring that automobile violating the regulations is punished.
In order to monitor road traffic and manage, the main traffic crossing and highway in urban district are all provided with bayonet socket, bayonet socket is provided with monitoring camera, the transport condition and the number-plate number of catching vehicular traffic can be flutterred by monitoring camera, analyzed by the image captured single monitoring camera, the number-plate number of the traffic congestion situation of monitoring camera corresponding region and the vehicle by this monitoring camera place road can be obtained, analyzed by the image captured multiple monitoring camera, the driving trace of vehicle can be obtained.
By the monitoring camera on bayonet socket, road traffic is monitored, due to the impact of vehicle movement and monitoring camera resolution, the license plate number of automobile can only be obtained, when the driver of vehicle is not car owner, the identity of the driver of automobile cannot being got, thus cannot punish implementing driver violating the regulations.
Summary of the invention
The invention provides a kind of auxiliary method and device determining driver identity, auxiliary judgment can be carried out to driver identity.
Embodiments provide a kind of auxiliary method determining driver identity, comprising:
S1: the corresponding relation obtaining cellular base station and traffic block port in appointed area;
S2: obtain the communication data table of each described cellular base station and the monitor data table of each described traffic block port respectively;
S3: according to each described communication data table, each described monitor data table and described corresponding relation, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, generate the updated data table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
S4: according to described updated data table, upgrades the historical statistics table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
S5: according to the target carriage trade mark, obtains the owner information of object vehicle corresponding to the described target carriage trade mark and handler's information violating the regulations;
S6: according to described owner information, handler's information violating the regulations and described historical statistics table, determine the doubtful driver of described object vehicle.
Preferably, in described S3, described according to each described communication data table, each described monitor data table and described corresponding relation, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, comprising:
According to each described monitor data table, obtain by the license plate number of the automobile of each traffic block port and pass through the time;
For the arbitrary automobile by arbitrary traffic block port, according to the license plate number of the current automobile by Current traffic bayonet socket corresponding pass through the time, and the communication data table of cellular base station corresponding to Current traffic bayonet socket, using in this communication data table described by the phone number in the time as phone number corresponding to the license plate number of current automobile;
For arbitrary automobile, according to the license plate number of current automobile at phone number corresponding to each traffic block port, determine the occurrence number of each phone number that each license plate number is corresponding.
Preferably, described S4, comprising:
A1: for each license plate number in described updated data table, judges the described current vehicle trade mark whether in described historical statistics table, if so, then performs A3, otherwise, perform A2;
A2: create the described current vehicle trade mark in described historical statistics table, and record phone number corresponding to the described current vehicle trade mark and phone number occurrence number;
A3: for each phone number that the current vehicle trade mark in described updated data table is corresponding, judges that whether current phone number is one in all phone numbers that in described historical statistics table, the current vehicle trade mark is corresponding, if so, performs A4, otherwise, perform A5;
A4: the current phone number occurrence number that current phone number occurrence number corresponding for the current vehicle trade mark in described updated data table is corresponding with the current vehicle trade mark described in described historical statistics table is added;
A5: create the current phone number corresponding with the described current vehicle trade mark in described historical statistics table, and record current phone number occurrence number.
Preferably, described S5, comprising:
By the log-on message of described object vehicle, obtain car owner's phone number of described object vehicle car owner, by the process information violating the regulations of described object vehicle, obtain handler's phone number violating the regulations of described object vehicle and each handler's phone number occurrence number violating the regulations.
Preferably, before step S6, comprise further: record the number of times that each phone number corresponding to each license plate number in described historical statistics table upgrades, and to the number of times that each license plate number in described historical statistics table upgrades.
Preferably, described S6, comprising:
Each target mobile phones number corresponding to the described target carriage trade mark and each target mobile phones number occurrence number is obtained from described historical statistics table;
According to described target mobile phones number occurrence number, car owner's phone number occurrence number and each handler's phone number occurrence number violating the regulations, determine the first occurrence number of each doubtful phone number that the described target carriage trade mark is corresponding;
Calculated the degree of correlation of each target mobile phones number and the corresponding described target carriage trade mark by following formula one, wherein, described formula one is:
s = n T
Wherein, described s is current goal phone number and the degree of correlation of the corresponding described target carriage trade mark, the number of times that described n upgrades for the current goal phone number corresponding to the target carriage trade mark described in described historical statistics table, the number of times of described T for upgrading the target carriage trade mark described in described historical statistics table;
Determine the second occurrence number of each doubtful phone number according to following formula two, wherein, described formula two is:
N=(1+F)×M
Wherein, described N is the second occurrence number of current doubtful phone number, described M is the first occurrence number of current doubtful phone number, described F is the degree of correlation of current doubtful phone number and the described target carriage trade mark, when described current doubtful phone number is target mobile phones number, described F is s, and when described current doubtful phone number is not target mobile phones number, described F is 0;
According to the second occurrence number of each described doubtful phone number, determine the front preset value final phone number that the second occurrence number is maximum;
Using the doubtful driver of user corresponding for each final phone number as described object vehicle.
The embodiment of the present invention additionally provides a kind of auxiliary device determining driver identity, comprising: the first acquiring unit, statistic unit, updating block, second acquisition unit and computing unit;
Described first acquiring unit, for obtaining the corresponding relation of cellular base station and traffic block port in appointed area, and obtains the communication data table of each described cellular base station and the monitor data table of each described traffic block port respectively;
Described statistic unit, for each described communication data table, each described monitor data table and the described corresponding relation that obtain according to described first acquiring unit, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, generate the updated data table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
Described updating block, for the updated data table generated according to described statistic unit, upgrades the historical statistics table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
Described second acquisition unit, for according to the target carriage trade mark, obtains the owner information of object vehicle corresponding to the described target carriage trade mark and handler's information violating the regulations;
Described computing unit, the historical statistics table after upgrading for the owner information that obtains according to described second acquisition unit and handler's information violating the regulations and described updating block, determines the doubtful driver of described object vehicle.
Preferably, described statistic unit, specifically for performing:
According to each described monitor data table, obtain by the license plate number of the automobile of each traffic block port and pass through the time;
For the arbitrary automobile by arbitrary traffic block port, according to the license plate number of the current automobile by Current traffic bayonet socket corresponding pass through the time, and the communication data table of cellular base station corresponding to Current traffic bayonet socket, using in this communication data table described by the phone number in the time as phone number corresponding to the license plate number of current automobile;
For arbitrary automobile, according to the license plate number of current automobile at phone number corresponding to each traffic block port, determine the occurrence number of each phone number that each license plate number is corresponding.
Preferably, described updating block, specifically for performing:
A1: for each license plate number in described updated data table, judges the described current vehicle trade mark whether in described historical statistics table, if so, then performs A3, otherwise, perform A2;
A2: create the described current vehicle trade mark in described historical statistics table, and record phone number corresponding to the described current vehicle trade mark and phone number occurrence number;
A3: for each phone number that the current vehicle trade mark in described updated data table is corresponding, judges that whether current phone number is one in all phone numbers that in described historical statistics table, the current vehicle trade mark is corresponding, if so, performs A4, otherwise, perform A5;
A4: the current phone number occurrence number that current phone number occurrence number corresponding for the current vehicle trade mark in described updated data table is corresponding with the current vehicle trade mark described in described historical statistics table is added;
A5: create the current phone number corresponding with the described current vehicle trade mark in described historical statistics table, and record current phone number occurrence number.
Preferably, described second acquisition unit, for the log-on message by described object vehicle, obtain car owner's phone number of described object vehicle car owner, and pass through the process information violating the regulations of described object vehicle, obtain handler's phone number violating the regulations of described object vehicle and each handler's phone number occurrence number violating the regulations.
Preferably, this device comprises further: record cell, for recording the number of times that each phone number corresponding to each license plate number in described historical statistics table upgrades, and to the number of times that each license plate number in described historical statistics table upgrades.
Preferably, described computing unit, specifically for performing:
Each target mobile phones number corresponding to the described target carriage trade mark and each target mobile phones number occurrence number is obtained from described historical statistics table, according to described target mobile phones number occurrence number, car owner's phone number occurrence number and each handler's phone number occurrence number violating the regulations, determine the first occurrence number of each doubtful phone number that the described target carriage trade mark is corresponding;
Calculated the degree of correlation of each target mobile phones number and the corresponding described target carriage trade mark by following formula one, wherein, described formula one is:
s = n T
Wherein, described s is current goal phone number and the degree of correlation of the corresponding described target carriage trade mark, the number of times that described n upgrades for the current goal phone number corresponding to the target carriage trade mark described in described historical statistics table, the number of times of described T for upgrading the target carriage trade mark described in described historical statistics table;
Determine the second occurrence number of each doubtful phone number according to following formula two, wherein, described formula two is:
N=(1+F)×M
Wherein, N is the second occurrence number of current doubtful phone number, described M is the first occurrence number of current doubtful phone number, described F is the degree of correlation of current doubtful phone number and the described target carriage trade mark, when described current doubtful phone number is target mobile phones number, described F is s, and when described current doubtful phone number is not target mobile phones number, described F is 0;
According to the second occurrence number of each described doubtful phone number, determine the front preset value final phone number that the second occurrence number is maximum, using the doubtful driver of user corresponding for each final phone number as described object vehicle.
Embodiments provide a kind of auxiliary method and device determining driver identity, by obtaining the communication data table of cellular base station and the monitor data table of traffic block port in appointed area, according to the corresponding relation of cellular base station and traffic block port, obtain the occurrence number of each phone number corresponding to each license plate number and phone number, according to the occurrence number of phone number corresponding to each license plate number, historical statistics table is upgraded, when needing the driver judging the object vehicle that the target carriage trade mark is corresponding, according to historical statistics table, the owner information of object vehicle and traffic violation people information, determine the doubtful driver of object vehicle, like this, the phone number adjoint with automobile is got by cellular base station and traffic block port, owner's information is obtained by phone number, by the auxiliary judgment of owner's information realization to driver.
Accompanying drawing explanation
Fig. 1 is a kind of auxiliary method flow diagram determining driver identity that one embodiment of the invention provides;
Fig. 2 is a kind of auxiliary method flow diagram determining driver identity that another embodiment of the present invention provides;
Fig. 3 is a kind of auxiliary device schematic diagram determining driver identity that one embodiment of the invention provides.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described.Obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
As shown in Figure 1, one embodiment of the invention provides a kind of auxiliary method determining driver identity, comprising:
S1: the corresponding relation obtaining cellular base station and traffic block port in appointed area;
S2: obtain the communication data table of each described cellular base station and the monitor data table of each described traffic block port respectively;
S3: according to each described communication data table, each described monitor data table and described corresponding relation, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, generate the updated data table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
S4: according to described updated data table, upgrades the historical statistics table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
S5: according to the target carriage trade mark, obtains the owner information of object vehicle corresponding to the described target carriage trade mark and handler's information violating the regulations;
S6: according to described owner information, handler's information violating the regulations and described historical statistics table, determine the doubtful driver of described object vehicle.
Embodiments provide a kind of auxiliary method determining driver identity, by obtaining the communication data table of cellular base station and the monitor data table of traffic block port in appointed area, according to the corresponding relation of cellular base station and traffic block port, obtain the occurrence number of each phone number corresponding to each license plate number and phone number, according to the occurrence number of phone number corresponding to each license plate number, historical statistics table is upgraded, when needing the driver judging the object vehicle that the target carriage trade mark is corresponding, according to historical statistics table, the owner information of object vehicle and traffic violation people information, determine the doubtful driver of object vehicle, like this, the phone number adjoint with automobile is got by cellular base station and traffic block port, owner's information is obtained by phone number, by the auxiliary judgment of owner's information realization to driver.
In an embodiment of the invention, by each monitor data table got, obtain by the license plate number of the automobile of each traffic block port and pass through the time, for the arbitrary automobile by arbitrary traffic block port, according to the license plate number of the current automobile by Current traffic bayonet socket corresponding pass through the time, using in the communication data table of cellular base station corresponding for Current traffic bayonet socket at each phone number being undertaken communicating by cellular base station corresponding with Current traffic bayonet socket in the time as phone number corresponding to the license plate number of current automobile, each license plate number is gathered at the phone number that each traffic block port is corresponding, obtain the occurrence number of each phone number corresponding to each license plate number.
In an embodiment of the invention, when historical statistics table being upgraded according to updated data table, be directed to any one the current vehicle trade mark in updated data table, first judge whether comprise the current vehicle trade mark in historical statistics table, if do not comprised, the current vehicle trade mark is created in historical statistics table, and record phone number corresponding to the current vehicle trade mark and phone number occurrence number, if comprised, then be directed to any one current phone number that the current vehicle trade mark in updated data table is corresponding, judge whether comprise current phone number in each phone number that in historical statistics table, current car plate is corresponding further, if comprise current phone number, current phone number occurrence number corresponding with the current vehicle trade mark in historical statistics table for current phone number occurrence number corresponding for car plate current in updated data table is added, if do not comprise current phone number, then in historical statistics table, create the current phone number corresponding with the current vehicle trade mark, and record current phone number occurrence number corresponding to the current vehicle trade mark in updated data table.
In an embodiment of the invention, when needing the driver judging object vehicle, first according to the log-on message of object vehicle corresponding to the target carriage trade mark, get car owner's phone number of object vehicle car owner, by the process information violating the regulations of object vehicle, get each handler's phone number violating the regulations of object vehicle and each handler's phone number occurrence number violating the regulations, when calculating the doubtful driver of object vehicle, car owner's phone number and handler's phone number violating the regulations are added, the probability that car owner and handler violating the regulations are current driver's can be improved, according to actual conditions, result of calculation is optimized, improve the reliability of result of calculation.
In an embodiment of the invention, when upgrading historical statistics table at every turn, the number of times that the capital record each phone number corresponding to license plate number each in historical statistics table upgrades, and to the number of times that license plate number each in historical statistics table upgrades, the degree of correlation of each phone number and corresponding license plate number can be calculated by these two update times, the degree of correlation embodies the size of phone number and corresponding license plate number correlativity, when calculating the doubtful driver of object vehicle, using the degree of correlation as a parameter, can be optimized result of calculation according to the history running data of object vehicle, improve the accuracy of calculating.
In an embodiment of the invention, target mobile phones number corresponding to the target carriage trade mark and target mobile phones number occurrence number is obtained from historical statistics table, the occurrence number of identical phone number in target mobile phones number, car owner's phone number and handler's phone number violating the regulations is added up, obtains the first occurrence number of doubtful phone number corresponding to the target carriage trade mark and each doubtful phone number; Be directed to any one target mobile phones number, using number of times that this target mobile phones number in historical statistics table is upgraded with to the ratio of the number of times that the target carriage trade mark in historical statistics table the upgrades degree of correlation as this target mobile phones number and the target carriage trade mark; Be directed to each doubtful phone number, first occurrence number of this doubtful phone number is multiplied by this doubtful phone number and the target carriage trade mark the degree of correlation and 1 and, obtain the second occurrence number of doubtful phone number, if when wherein doubtful phone number is not target mobile phones number, the degree of correlation of this doubtful phone number and the target carriage trade mark is 0, by the degree of correlation, the first occurrence number is optimized, improve historical data to the impact of judged result, make result of calculation closing to reality situation more, ensure the accuracy of result of calculation; According to the second occurrence number, each doubtful phone number is sorted, the selection front preset value that wherein the second occurrence number is a maximum doubtful phone number is as final phone number, by inquiring about the information of opening an account of final phone number, obtain the user that final phone number is corresponding, using the doubtful driver of user corresponding for final phone number as object vehicle, realize the auxiliary judgment to object vehicle driver.
For making the object, technical solutions and advantages of the present invention clearly, below in conjunction with drawings and the specific embodiments, the present invention is described in further detail.
As shown in Figure 2, one embodiment of the invention provides a kind of auxiliary method determining driver identity, comprising:
Step 201: the corresponding relation obtaining cellular base station and traffic block port in appointed area.
In an embodiment of the invention, in a region of specifying, obtain each traffic block port in this region and each cellular base station, according to the position of each cellular base station signal cover and each traffic block port, determine that the mobile phone signal emissive source of each traffic block port position is as cellular base station corresponding to this traffic block port.Such as, 10 traffic block ports are comprised altogether in the A of city, be respectively traffic block port 1 to traffic block port 10, 8 cellular base station are comprised altogether in the A of city, be respectively cellular base station 1 to cellular base station 8, according to the position residing for the coverage of each cellular base station and each traffic block port, obtain traffic block port 1 in the coverage of cellular base station 1, traffic block port 2 is in the coverage of cellular base station 2, traffic block port 3 and traffic block port 4 are in the coverage of cellular base station 3, traffic block port 5 and traffic block port 6 are in the coverage of cellular base station 4, traffic block port 7 to traffic block port 10 is respectively in the coverage of cellular base station 5 to cellular base station 8, the then corresponding cellular base station 1 of traffic block port 1, the corresponding cellular base station 2 of traffic block port 2, the corresponding cellular base station 3 of traffic block port 3, the corresponding cellular base station 3 of traffic block port 4, the corresponding cellular base station 4 of traffic block port 5, traffic block port 6 to traffic block port 10 is corresponding cellular base station 4 to cellular base station 8 respectively.
Step 202: obtain the communication data table of cellular base station and the monitor data table of traffic block port.
In an embodiment of the invention, every a setting-up time, obtain the communication data table of each cellular base station and the monitor data table of each traffic block port, record the time of carrying out each phone number and the communication communicated with corresponding cellular base station in communication data table, record by the license plate number of each automobile of corresponding traffic block port in monitor data table and pass through the time.Such as, every 24 hours, obtain the communication data table of cellular base station 1 to cellular base station 8, be respectively communication data table 1 to communication data table 8, and obtain the monitor data table of traffic block port 1 to traffic block port 10, be respectively monitor data table 1 to monitor data table 10.
Step 203: the occurrence number obtaining license plate number and phone number corresponding to license plate number.
In an embodiment of the invention, obtain by the license plate number of the automobile of this monitor data table place traffic block port respectively from each monitor data table and pass through the time, be directed to each license plate number, according to the time of passing through, obtain at the phone number being undertaken communicating by cellular base station corresponding with this monitor data table place traffic mouth in the time from the communication data table of cellular base station corresponding to this monitor data table place traffic block port, using the phone number that gets as phone number corresponding to this license plate number, the license plate number obtained from each monitor data table and the corresponding phone number that obtains from communication data table are gathered, the occurrence number of identical phone number corresponding for identical license plate number is added up, obtain the occurrence number of phone number corresponding to each license plate number.Such as, get from monitor data table 1 and have 3 by the automobile of traffic block port 1, corresponding license plate number is respectively license plate number 1 to license plate number 3, wherein the automobile of license plate number 1 correspondence is 9:00 by the time of traffic block port 1, the automobile of license plate number 2 correspondence is 10:00 by the time of traffic block port 1, the automobile of license plate number 3 correspondence is 11:00 by the time of traffic block port 1, get from communication data table 1 and carry out in 8:59 to 9:01 and cellular base station 15 phone numbers communicating, be respectively phone number 1 to phone number 5, then corresponding phone number 1 to the phone number 5 of license plate number 1, the corresponding phone number obtaining license plate number 2 and license plate number 3 correspondence from communication data table, corresponding from other monitor data tables and communication data table, obtain license plate number and phone number corresponding to license plate number, be directed to license plate number 1, be in monitor data table 1 and occur outside license plate number 1, also in monitor data table 2 and monitor data table 3, there is license plate number 1, wherein corresponding phone number 3 to the phone number 6 of license plate number 1 in monitor data table 2, the corresponding phone number 3 of license plate number 1 and phone number 7 to phone number 9 in monitor data table 3, phone number about license plate number 1 in monitor data table 1 to monitor data table 3 is gathered, the occurrence number of identical phone number is added up, then obtain corresponding phone number 1 to the phone number 10 of license plate number 1, wherein phone number 3 occurs 3 times, phone number 4 to phone number 5 occurs 2 times, other phone numbers all occur 1 time, the phone number that each license plate number of corresponding acquisition is corresponding and phone number occurrence number.
Step 204: the phone number occurrence number according to the license plate number obtained and correspondence upgrades historical statistics table.
In an embodiment of the invention, after the phone number occurrence number obtaining each license plate number and correspondence, form a updated data table, by updated data table, historical statistics table is upgraded, be directed to each license plate number in updated data table, judge whether comprise this license plate number in historical statistics table successively, if do not comprised, this license plate number is created in historical statistics table, and record the number of times of each phone number appearance corresponding to this license plate number, if comprised, be directed to each phone number that this license plate number in updated data table is corresponding, judge whether comprise this phone number in each phone number that in historical statistics table, this license plate number is corresponding further, if comprised, the occurrence number of this corresponding with this license plate number in historical statistics table for the occurrence number of this corresponding for this license plate number in updated data table phone number phone number is added, if do not comprised, this phone number corresponding with this license plate number is created in historical statistics table, and record the occurrence number of this phone number.Such as, judge that historical statistics table comprises license plate number 1, then judge whether comprise phone number 1 to phone number 10 in each phone number of license plate number 1 correspondence in historical statistics table further respectively, phone number 2 to phone number 4 is comprised according to judged result, wherein in historical statistics table, the occurrence number of the phone number 2 of license plate number 1 correspondence is 3 times, the occurrence number of phone number 3 is 10 times, the occurrence number of phone number 4 is 5 times, after the phone number 2 that the occurrence number of phone number 2 to the phone number 4 of license plate number in updated data table 1 correspondence is corresponding with license plate number 1 in historical statistics table is added with the occurrence number of phone number 4, the phone number 1 corresponding with license plate number 1 and phone number 5 to 10 is created in historical statistics table, after in historical statistics table, license plate number 1 upgrades, the occurrence number of the phone number 2 of license plate number 1 correspondence is 4 times, the occurrence number of phone number 3 is 13 times, the occurrence number of phone number 4 is 7 times, the occurrence number of phone number 5 is 2 times, the occurrence number of other phone numbers is 1 time, after judging not comprise the license plate number 2 in updated data table in historical statistics table, in historical statistics table, create license plate number 2, and record the occurrence number of each phone number of license plate number 2 correspondence, by other license plate numbers in updated data table, the license plate number in historical statistics table and phone number are upgraded accordingly.
Step 205: obtain car owner's phone number of object vehicle and handler's phone number violating the regulations.
In an embodiment of the invention, when needing the driver determining object vehicle, according to the target carriage trade mark of object vehicle, by the log-on message of query aim license plate number, get car owner's phone number of object vehicle, by the process record violating the regulations of query aim automobile, get handler's phone number violating the regulations of object vehicle and the occurrence number of each handler's phone number violating the regulations.Such as, by the log-on message of query aim license plate number, getting car owner's phone number is phone number 4, by the process record violating the regulations of query aim automobile, get object vehicle and have two handlers violating the regulations, their phone number is respectively phone number 3 and phone number 2, and wherein the occurrence number of phone number 2 is 1 time, and the occurrence number of phone number 3 is 3 times.
Step 206: judge whether comprise the target carriage trade mark in historical statistics table, if so, performs step 208, otherwise, perform step 207.
In an embodiment of the invention, each license plate number in traversal history statistical form, judge whether comprise the target carriage trade mark in historical statistics table, if a license plate number is identical with the target carriage trade mark in historical statistics table, then perform step 208, if any one license plate number is all different from the target carriage trade mark in historical statistics table, then perform step 207.
Step 207: read monitor data table and communication data table, obtains the occurrence number of target mobile phones number corresponding to the target carriage trade mark, and performs step 209.
In an embodiment of the invention, if do not comprise the target carriage trade mark in historical statistics table, then immediately, obtain monitor data table and communication data table from each traffic block port and cellular base station, according to the data in each monitor data table and communication data table, obtain each target mobile phones number that object vehicle is corresponding, and the occurrence number of each target mobile phones number.
Step 208: the occurrence number reading target mobile phones number corresponding to the target carriage trade mark from historical statistics table.
In an embodiment of the invention, when historical statistics table comprises the target carriage trade mark, from historical statistics table, read the occurrence number of each target mobile phones number corresponding to the target carriage trade mark and each target mobile phones number.Such as, target license plate is license plate number 1, then from historical statistics table, read each phone number of car plate 1 correspondence and the occurrence number of each phone number.
Step 209: according to target mobile phones number occurrence number, car owner's phone number occurrence number and handler's phone number occurrence number violating the regulations, calculate the first occurrence number of doubtful phone number.
In an embodiment of the invention, the occurrence number that target mobile phones number, car owner's phone number and handler violating the regulations take identical phone number in phone number is added up, obtains and do not repeat the doubtful phone number of phone number and the first occurrence number of doubtful phone number.Such as, by each phone number of license plate number 1 correspondence of reading from historical statistics table and the occurrence number of each phone number, wherein car owner's phone number is identical with the phone number 4 read from historical statistics, two handler's phone numbers violating the regulations are identical with phone number 3 with phone number 2 respectively, after identical phone number is added, obtain the doubtful phone number of license plate number 1 correspondence, wherein in each doubtful phone number, the first occurrence number of phone number 2 is 5 times, the occurrence number of phone number 3 is 16 times, the occurrence number of phone number 4 is 8 times, the occurrence number of phone number 5 is 2 times, the occurrence number of other each doubtful phone number is 1 time.
Step 210: according to the first occurrence number of doubtful phone number, calculates the second occurrence number of doubtful phone number.
In an embodiment of the invention, the doubtful phone number that the target carriage trade mark comprised for historical statistics table is corresponding, read the update times of each doubtful phone number and the number of times that upgrades the target carriage trade mark, the degree of correlation of doubtful phone number and the target carriage trade mark is calculated by formula one, for not comprising doubtful phone number corresponding to the target carriage trade mark in historical statistics table, the degree of correlation specifying itself and the target carriage trade mark is 0, and wherein, formula one is:
s = n T
Wherein, s is the number of times that the doubtful phone number corresponding to the target carriage trade mark in historical statistics table upgrades, and T is the number of times upgraded the target carriage trade mark in historical statistics table;
According to doubtful phone number and the degree of correlation of the target carriage trade mark and the first occurrence number of doubtful phone number, calculated the second occurrence number of doubtful phone number by formula two, wherein, formula two is:
N=(1+F)×M
Wherein, N is the second occurrence number of the doubtful phone number that the target carriage trade mark is corresponding, and F is the degree of correlation of doubtful phone number and the target carriage trade mark, and M is the first occurrence number of doubtful phone number.
Such as, it is 4 times to the update times of the phone number 2 of license plate number 1 correspondence in historical statistics table, it is 12 times to the update times of phone number 3, it is 6 times to the update times of phone number 4, 1 time is to the update times of other phone numbers, it is 15 times to the update times of license plate number 1 in historical statistics table, each phone number of license plate number 1 correspondence and the degree of correlation of license plate number 1 is calculated by formula one, result of calculation is phone number 2 is 26.7% with the degree of correlation of license plate number 1, phone number 3 is 80% with the degree of correlation of license plate number 1, phone number 4 is 40% with the degree of correlation of license plate number 1, the degree of correlation of other phone numbers and license plate number 1 is 6.7%,
Calculated by formula two and second occurrence number of each doubtful phone number of license plate number 1 correspondence is calculated, result of calculation is: the second occurrence number of phone number 2 is 6 times, second occurrence number of phone number 3 is 29 times, second occurrence number of phone number 4 is 11 times, second occurrence number of phone number 5 is 2 times, and the second occurrence number of other phone numbers is 1 time.
Step 211: according to the second occurrence number of doubtful phone number, obtains the doubtful driver of object vehicle.
In an embodiment of the invention, each doubtful phone number sorts by the second occurrence number according to doubtful phone number, therefrom choose the larger front preset value of a second occurrence number doubtful phone number as final phone number, by inquiring about the information of opening an account of final phone number, obtain the user of each final phone number, using the doubtful driver of the user of each final phone number as object vehicle.Such as, according to the second occurrence number, each doubtful phone number is sorted, choose larger front 3 the doubtful phone numbers of the second occurrence number as final phone number, then select phone number 2 to phone number 4 for final phone number, according to the information of opening an account of phone number 2 to phone number 4, the user getting phone number 2 to phone number 4 is respectively user 1, user 2 and user 3, then user 1, user 2 and user 3 are the doubtful driver of object vehicle.
As shown in Figure 3, one embodiment of the invention provides a kind of auxiliary device determining driver identity, comprising: the first acquiring unit 301, statistic unit 302, updating block 303, second acquisition unit 304 and computing unit 305;
Described first acquiring unit 301, for obtaining the corresponding relation of cellular base station and traffic block port in appointed area, and obtains the communication data table of each described cellular base station and the monitor data table of each described traffic block port respectively;
Described statistic unit 302, for each described communication data table, each described monitor data table and the described corresponding relation that obtain according to described first acquiring unit 301, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, generate the updated data table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
Described updating block 303, for the updated data table generated according to described statistic unit 302, upgrades the historical statistics table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
Described second acquisition unit 304, for according to the target carriage trade mark, obtains the owner information of object vehicle corresponding to the described target carriage trade mark and handler's information violating the regulations;
Described computing unit 305, the historical statistics table after upgrading for the owner information that obtains according to described second acquisition unit 304 and handler's information violating the regulations and described updating block 303, determines the doubtful driver of described object vehicle.
In an embodiment of the invention, described statistic unit 302, specifically for performing:
According to each described monitor data table, obtain by the license plate number of the automobile of each traffic block port and pass through the time;
For the arbitrary automobile by arbitrary traffic block port, according to the license plate number of the current automobile by Current traffic bayonet socket corresponding pass through the time, and the communication data table of cellular base station corresponding to Current traffic bayonet socket, using in this communication data table described by the phone number in the time as phone number corresponding to the license plate number of current automobile;
For arbitrary automobile, according to the license plate number of current automobile at phone number corresponding to each traffic block port, determine the occurrence number of each phone number that each license plate number is corresponding.
In an embodiment of the invention, described updating block 303, specifically for performing:
A1: for each license plate number in described updated data table, judges the described current vehicle trade mark whether in described historical statistics table, if so, then performs A3, otherwise, perform A2;
A2: create the described current vehicle trade mark in described historical statistics table, and record phone number corresponding to the described current vehicle trade mark and phone number occurrence number;
A3: for each phone number that the current vehicle trade mark in described updated data table is corresponding, judges that whether current phone number is one in all phone numbers that in described historical statistics table, the current vehicle trade mark is corresponding, if so, performs A4, otherwise, perform A5;
A4: the current phone number occurrence number that current phone number occurrence number corresponding for the current vehicle trade mark in described updated data table is corresponding with the current vehicle trade mark described in described historical statistics table is added;
A5: create the current phone number corresponding with the described current vehicle trade mark in described historical statistics table, and record current phone number occurrence number.
In an embodiment of the invention, described second acquisition unit 304, for the log-on message by described object vehicle, obtain car owner's phone number of described object vehicle car owner, and pass through the process information violating the regulations of described object vehicle, obtain handler's phone number violating the regulations of described object vehicle and each handler's phone number occurrence number violating the regulations.
In an embodiment of the invention, this device comprises further: record cell;
Described record cell, for recording the number of times that each phone number corresponding to each license plate number in described historical statistics table upgrades, and to the number of times that each license plate number in described historical statistics table upgrades.
In an embodiment of the invention, described computing unit 305, specifically for performing:
Each target mobile phones number corresponding to the described target carriage trade mark and each target mobile phones number occurrence number is obtained from described historical statistics table, according to described target mobile phones number occurrence number, car owner's phone number occurrence number and each handler's phone number occurrence number violating the regulations, determine the first occurrence number of each doubtful phone number that the described target carriage trade mark is corresponding;
Calculated the degree of correlation of each target mobile phones number and the corresponding described target carriage trade mark by following formula one, wherein, described formula one is:
s = n T
Wherein, described s is current goal phone number and the degree of correlation of the corresponding described target carriage trade mark, the number of times that described n upgrades for the current goal phone number corresponding to the target carriage trade mark described in described historical statistics table, the number of times of described T for upgrading the target carriage trade mark described in described historical statistics table;
Determine the second occurrence number of each doubtful phone number according to following formula two, wherein, described formula two is:
N=(1+F)×M
Wherein, N is the second occurrence number of current doubtful phone number, described M is the first occurrence number of current doubtful phone number, described F is the degree of correlation of current doubtful phone number and the described target carriage trade mark, when described current doubtful phone number is target mobile phones number, described F is s, and when described current doubtful phone number is not target mobile phones number, described F is 0;
According to the second occurrence number of each described doubtful phone number, determine the front preset value final phone number that the second occurrence number is maximum, using the doubtful driver of user corresponding for each final phone number as described object vehicle.
It should be noted that, the content such as information interaction, implementation between each unit in the said equipment, due to the inventive method embodiment based on same design, particular content can see in the inventive method embodiment describe, repeat no more herein.
According to such scheme, a kind of auxiliary method and the device determining driver identity that embodiments of the invention provide, at least has following beneficial effect:
1, in the embodiment of the present invention, by obtaining the communication data table of cellular base station and the monitor data table of traffic block port in appointed area, according to the corresponding relation of cellular base station and traffic block port, obtain the occurrence number of each phone number corresponding to each license plate number and phone number, according to the occurrence number of phone number corresponding to each license plate number, historical statistics table is upgraded, when needing the driver judging the object vehicle that the target carriage trade mark is corresponding, according to historical statistics table, the owner information of object vehicle and traffic violation people information, determine the doubtful driver of object vehicle, like this, the phone number adjoint with automobile is got by cellular base station and traffic block port, owner's information is obtained by phone number, by the auxiliary judgment of owner's information realization to driver.
2, in the embodiment of the present invention, when calculating doubtful driver, using the owner information of object vehicle and handler's information violating the regulations as calculating parameter, by owner information and handler's information violating the regulations are introduced the process calculating doubtful driver, actual service condition according to object vehicle is optimized result of calculation, improves the accuracy of result of calculation.
3, in the embodiment of the present invention, by the license plate number of each automobile of historical statistics table record and the incidence relation of phone number, and constantly historical statistics table is upgraded, when calculating the doubtful driver of object vehicle, from historical statistics table, directly obtain the related data of object vehicle, improve the speed calculating doubtful driver, and using historical statistical data as basis, improve the reliability of result of calculation.
4, in the embodiment of the present invention, be directed to license plate number not to be covered in historical statistics table, immediately monitor data table and communication data table can be read, obtain phone number corresponding to object computer and phone number occurrence number, and then the doubtful driver of object vehicle is calculated, guarantee can judge the driver of nonlocal vehicle, improves this auxiliary applicability determining the method for driver identity.
It should be noted that, in this article, the relational terms of such as first and second and so on is only used for an entity or operation to separate with another entity or operational zone, and not necessarily requires or imply the relation that there is any this reality between these entities or operation or sequentially.And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thus make to comprise the process of a series of key element, method, article or equipment and not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise by the intrinsic key element of this process, method, article or equipment.When not more restrictions, the key element " being comprised a 〃 〃 〃 〃 〃 〃 " limited by statement, and be not precluded within process, method, article or the equipment comprising described key element and also there is other same factor.
One of ordinary skill in the art will appreciate that: all or part of step realizing said method embodiment can have been come by the hardware that programmed instruction is relevant, aforesaid program can be stored in the storage medium of embodied on computer readable, this program, when performing, performs the step comprising said method embodiment; And aforesaid storage medium comprises: ROM, RAM, magnetic disc or CD etc. various can be program code stored medium in.
Finally it should be noted that: the foregoing is only preferred embodiment of the present invention, only for illustration of technical scheme of the present invention, be not intended to limit protection scope of the present invention.All any amendments done within the spirit and principles in the present invention, equivalent replacement, improvement etc., be all included in protection scope of the present invention.

Claims (10)

1. the auxiliary method determining driver identity, is characterized in that, comprising:
S1: the corresponding relation obtaining cellular base station and traffic block port in appointed area;
S2: obtain the communication data table of each described cellular base station and the monitor data table of each described traffic block port respectively;
S3: according to each described communication data table, each described monitor data table and described corresponding relation, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, generate the updated data table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
S4: according to described updated data table, upgrades the historical statistics table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
S5: according to the target carriage trade mark, obtains the owner information of object vehicle corresponding to the described target carriage trade mark and handler's information violating the regulations;
S6: according to described owner information, handler's information violating the regulations and described historical statistics table, determine the doubtful driver of described object vehicle.
2. method according to claim 1, it is characterized in that, in described S3, described according to each described communication data table, each described monitor data table and described corresponding relation, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, comprising:
According to each described monitor data table, obtain by the license plate number of the automobile of each traffic block port and pass through the time;
For the arbitrary automobile by arbitrary traffic block port, according to the license plate number of the current automobile by Current traffic bayonet socket corresponding pass through the time, and the communication data table of cellular base station corresponding to Current traffic bayonet socket, using in this communication data table described by the phone number in the time as phone number corresponding to the license plate number of current automobile;
For arbitrary automobile, according to the license plate number of current automobile at phone number corresponding to each traffic block port, determine the occurrence number of each phone number that each license plate number is corresponding.
3. method according to claim 1, is characterized in that, described S4, comprising:
A1: for each license plate number in described updated data table, judges the described current vehicle trade mark whether in described historical statistics table, if so, then performs A3, otherwise, perform A2;
A2: create the described current vehicle trade mark in described historical statistics table, and record phone number corresponding to the described current vehicle trade mark and phone number occurrence number;
A3: for each phone number that the current vehicle trade mark in described updated data table is corresponding, judges that whether current phone number is one in all phone numbers that in described historical statistics table, the current vehicle trade mark is corresponding, if so, performs A4, otherwise, perform A5;
A4: the current phone number occurrence number that current phone number occurrence number corresponding for the current vehicle trade mark in described updated data table is corresponding with the current vehicle trade mark described in described historical statistics table is added;
A5: create the current phone number corresponding with the described current vehicle trade mark in described historical statistics table, and record current phone number occurrence number.
4. method according to claim 1, is characterized in that, described S5, comprising:
By the log-on message of described object vehicle, obtain car owner's phone number of described object vehicle car owner, by the process information violating the regulations of described object vehicle, obtain handler's phone number violating the regulations of described object vehicle and each handler's phone number occurrence number violating the regulations.
5. method according to claim 4, is characterized in that,
Before step S6, comprise further: record the number of times that each phone number corresponding to each license plate number in described historical statistics table upgrades, and to the number of times that each license plate number in described historical statistics table upgrades;
And/or,
Described S6, comprising:
Each target mobile phones number corresponding to the described target carriage trade mark and each target mobile phones number occurrence number is obtained from described historical statistics table;
According to described target mobile phones number occurrence number, car owner's phone number occurrence number and each handler's phone number occurrence number violating the regulations, determine the first occurrence number of each doubtful phone number that the described target carriage trade mark is corresponding;
Calculated the degree of correlation of each target mobile phones number and the corresponding described target carriage trade mark by following formula one, wherein, described formula one is:
s = n T
Wherein, described s is current goal phone number and the degree of correlation of the corresponding described target carriage trade mark, the number of times that described n upgrades for the current goal phone number corresponding to the target carriage trade mark described in described historical statistics table, the number of times of described T for upgrading the target carriage trade mark described in described historical statistics table;
Determine the second occurrence number of each doubtful phone number according to following formula two, wherein, described formula two is:
N=(1+F)×M
Wherein, described N is the second occurrence number of current doubtful phone number, described M is the first occurrence number of current doubtful phone number, described F is the degree of correlation of current doubtful phone number and the described target carriage trade mark, when described current doubtful phone number is target mobile phones number, described F is s, and when described current doubtful phone number is not target mobile phones number, described F is 0;
According to the second occurrence number of each described doubtful phone number, determine the front preset value final phone number that the second occurrence number is maximum;
Using the doubtful driver of user corresponding for each final phone number as described object vehicle.
6. the auxiliary device determining driver identity, is characterized in that, comprising: the first acquiring unit, statistic unit, updating block, second acquisition unit and computing unit;
Described first acquiring unit, for obtaining the corresponding relation of cellular base station and traffic block port in appointed area, and obtains the communication data table of each described cellular base station and the monitor data table of each described traffic block port respectively;
Described statistic unit, for each described communication data table, each described monitor data table and the described corresponding relation that obtain according to described first acquiring unit, determine at least one phone number that each license plate number is corresponding, and the occurrence number of each phone number corresponding to each license plate number, generate the updated data table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
Described updating block, for the updated data table generated according to described statistic unit, upgrades the historical statistics table comprising license plate number, the corresponding phone number of license plate number and phone number occurrence number;
Described second acquisition unit, for according to the target carriage trade mark, obtains the owner information of object vehicle corresponding to the described target carriage trade mark and handler's information violating the regulations;
Described computing unit, the historical statistics table after upgrading for the owner information that obtains according to described second acquisition unit and handler's information violating the regulations and described updating block, determines the doubtful driver of described object vehicle.
7. device according to claim 6, is characterized in that, described statistic unit, specifically for performing:
According to each described monitor data table, obtain by the license plate number of the automobile of each traffic block port and pass through the time;
For the arbitrary automobile by arbitrary traffic block port, according to the license plate number of the current automobile by Current traffic bayonet socket corresponding pass through the time, and the communication data table of cellular base station corresponding to Current traffic bayonet socket, using in this communication data table described by the phone number in the time as phone number corresponding to the license plate number of current automobile;
For arbitrary automobile, according to the license plate number of current automobile at phone number corresponding to each traffic block port, determine the occurrence number of each phone number that each license plate number is corresponding.
8. device according to claim 6, is characterized in that, described updating block, specifically for performing:
A1: for each license plate number in described updated data table, judges the described current vehicle trade mark whether in described historical statistics table, if so, then performs A3, otherwise, perform A2;
A2: create the described current vehicle trade mark in described historical statistics table, and record phone number corresponding to the described current vehicle trade mark and phone number occurrence number;
A3: for each phone number that the current vehicle trade mark in described updated data table is corresponding, judges that whether current phone number is one in all phone numbers that in described historical statistics table, the current vehicle trade mark is corresponding, if so, performs A4, otherwise, perform A5;
A4: the current phone number occurrence number that current phone number occurrence number corresponding for the current vehicle trade mark in described updated data table is corresponding with the current vehicle trade mark described in described historical statistics table is added;
A5: create the current phone number corresponding with the described current vehicle trade mark in described historical statistics table, and record current phone number occurrence number.
9. device according to claim 6, is characterized in that,
Described second acquisition unit, for the log-on message by described object vehicle, obtain car owner's phone number of described object vehicle car owner, and pass through the process information violating the regulations of described object vehicle, obtain handler's phone number violating the regulations of described object vehicle and each handler's phone number occurrence number violating the regulations.
10. device according to claim 9, is characterized in that,
Comprise further: record cell, for recording the number of times that each phone number corresponding to each license plate number in described historical statistics table upgrades, and to the number of times that each license plate number in described historical statistics table upgrades;
And/or,
Described computing unit, specifically for performing:
Each target mobile phones number corresponding to the described target carriage trade mark and each target mobile phones number occurrence number is obtained from described historical statistics table, according to described target mobile phones number occurrence number, car owner's phone number occurrence number and each handler's phone number occurrence number violating the regulations, determine the first occurrence number of each doubtful phone number that the described target carriage trade mark is corresponding;
Calculated the degree of correlation of each target mobile phones number and the corresponding described target carriage trade mark by following formula one, wherein, described formula one is:
s = n T
Wherein, described s is current goal phone number and the degree of correlation of the corresponding described target carriage trade mark, the number of times that described n upgrades for the current goal phone number corresponding to the target carriage trade mark described in described historical statistics table, the number of times of described T for upgrading the target carriage trade mark described in described historical statistics table;
Determine the second occurrence number of each doubtful phone number according to following formula two, wherein, described formula two is:
N=(1+F)×M
Wherein, N is the second occurrence number of current doubtful phone number, described M is the first occurrence number of current doubtful phone number, described F is the degree of correlation of current doubtful phone number and the described target carriage trade mark, when described current doubtful phone number is target mobile phones number, described F is s, and when described current doubtful phone number is not target mobile phones number, described F is 0;
According to the second occurrence number of each described doubtful phone number, determine the front preset value final phone number that the second occurrence number is maximum, using the doubtful driver of user corresponding for each final phone number as described object vehicle.
CN201510718801.6A 2015-10-29 2015-10-29 Method and device for assisting in determining driver identity Pending CN105355045A (en)

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CN110895535A (en) * 2018-09-12 2020-03-20 阿里巴巴集团控股有限公司 Data processing method and device and electronic equipment
CN110895535B (en) * 2018-09-12 2023-06-20 阿里巴巴集团控股有限公司 Data processing method and device and electronic equipment
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CN112349105A (en) * 2020-09-27 2021-02-09 北京博研智通科技有限公司 Method and device for determining identity of driver of in-transit motor vehicle
CN112349105B (en) * 2020-09-27 2022-03-11 北京博研智通科技有限公司 Method and device for determining identity of driver of in-transit motor vehicle
CN117576795A (en) * 2024-01-17 2024-02-20 浙江大学建筑设计研究院有限公司 Parking arrearage payment method based on mobile phone signaling data and parking lot management data
CN117576795B (en) * 2024-01-17 2024-04-19 浙江大学建筑设计研究院有限公司 Parking arrearage payment method based on mobile phone signaling data and parking lot management data

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